nilay320/house_whisperer · Nerlo

AI review of these findings

Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.

Upheld as real: 736
Dismissed as false positives: 6
Not reviewed: 2

Out of 744 findings across every scanner that examined this package. None of the 17 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 2 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.

3 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: HIDDEN_DATA_FILE, OVERSIZED_FILE, BINARY_FILE_DETECTED · Files: /repo/docs/data/Archive.zip!/__MACOSX/._ North Carolina Building & Inspection Codes , /repo/docs/data/Archive.zip · reported by cisco-skill-scanner
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: HIDDEN_DATA_FILE, BINARY_FILE_DETECTED · Files: /repo/docs/.DS_Store · reported by cisco-skill-scanner
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/CLAUDE.md · reported by cisco-skill-scanner

In installed code — never dismissed

These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.

20 DATA_EXFIL_JS_NETWORK
Files: /repo/frontend/public/sw.js, /repo/frontend/scripts/process-pdfs.js, /repo/frontend/scripts/test-chat-api.js and 3 more · reported by cisco-skill-scanner
16 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/frontend/scripts/ingest-by-document.js, /repo/frontend/scripts/process-pdfs-simple.js, /repo/frontend/scripts/process-pdfs-test.js and 3 more · reported by cisco-skill-scanner
8 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/api/app.py, /repo/frontend/scripts/test-python-chat.py · reported by cisco-skill-scanner
6 AAK-SECRET-004
Files: ingest_nc_codes.sh, api/langgraph_inspector_rag.py, frontend/scripts/check-qdrant-status.py and 3 more · reported by agent-audit-kit
6 HIDDEN_DATA_FILE
Files: /repo/frontend/.env.production, /repo/.DS_Store, /repo/.vercelignore and 1 more · reported by cisco-skill-scanner

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

1 CVE-2023-36464
Files: api/requirements.txt · reported by trivy
1 CVE-2025-61669
Files: eval/uv.lock · reported by trivy
1 CVE-2026-11525
Files: frontend/package-lock.json · reported by trivy
1 CVE-2026-35397
Files: eval/uv.lock · reported by trivy

Not reviewed

2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: HIDDEN_DATA_FILE · Files: /repo/frontend/.env.local.example · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and potential credential exposure detected.

The artifact contains multiple critical vulnerabilities in its dependencies, which warrant immediate attention. High-severity findings indicate potential credential exposure in several Python and shell scripts, including `api/langgraph_inspector_rag.py` and `ingest_nc_codes.sh`. Additionally, there are indications of network egress with secrets and file system access in JavaScript components.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-2102 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-2537 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-2681 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-366 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-373 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-96 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-99 · /repo/eval/uv.lock · critical · reported by osv-scanner
GHSA-87r5-mp6g-5w5j · /repo/frontend/package-lock.json · critical · reported by osv-scanner
· · critical · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

Scan history

1 scan on record. Every scan's full results are retained immutably for 24 months.

Completed	Composite	Change	Scanners	Status
Aug 22, 2026	Flagged20	—	agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicabletrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable	completed

Per-scanner history:

AI review of these findings

Upheld as real: 736
Dismissed as false positives: 6
Not reviewed: 2

Out of 744 findings across every scanner that examined this package. None of the 17 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 2 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

3 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: HIDDEN_DATA_FILE, OVERSIZED_FILE, BINARY_FILE_DETECTED · Files: /repo/docs/data/Archive.zip!/__MACOSX/._ North Carolina Building & Inspection Codes , /repo/docs/data/Archive.zip · reported by cisco-skill-scanner
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: HIDDEN_DATA_FILE, BINARY_FILE_DETECTED · Files: /repo/docs/.DS_Store · reported by cisco-skill-scanner
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/CLAUDE.md · reported by cisco-skill-scanner

In installed code — never dismissed

20 DATA_EXFIL_JS_NETWORK
Files: /repo/frontend/public/sw.js, /repo/frontend/scripts/process-pdfs.js, /repo/frontend/scripts/test-chat-api.js and 3 more · reported by cisco-skill-scanner
16 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/frontend/scripts/ingest-by-document.js, /repo/frontend/scripts/process-pdfs-simple.js, /repo/frontend/scripts/process-pdfs-test.js and 3 more · reported by cisco-skill-scanner
8 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/api/app.py, /repo/frontend/scripts/test-python-chat.py · reported by cisco-skill-scanner
6 AAK-SECRET-004
Files: ingest_nc_codes.sh, api/langgraph_inspector_rag.py, frontend/scripts/check-qdrant-status.py and 3 more · reported by agent-audit-kit
6 HIDDEN_DATA_FILE
Files: /repo/frontend/.env.production, /repo/.DS_Store, /repo/.vercelignore and 1 more · reported by cisco-skill-scanner

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

1 CVE-2023-36464
Files: api/requirements.txt · reported by trivy
1 CVE-2025-61669
Files: eval/uv.lock · reported by trivy
1 CVE-2026-11525
Files: frontend/package-lock.json · reported by trivy
1 CVE-2026-35397
Files: eval/uv.lock · reported by trivy

Not reviewed

2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: HIDDEN_DATA_FILE · Files: /repo/frontend/.env.local.example · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and potential credential exposure detected.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-2102 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-2537 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-2681 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-366 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-373 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-96 · /repo/eval/uv.lock · critical · reported by osv-scanner
PYSEC-2026-99 · /repo/eval/uv.lock · critical · reported by osv-scanner
GHSA-87r5-mp6g-5w5j · /repo/frontend/package-lock.json · critical · reported by osv-scanner
· · critical · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

nilay320/house_whisperer

Install

Per-scanner reports

Scanners that examined this package (6)

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (5)

agentshield

capslock

nerlo-multi-source

trivy (image)

govulncheck

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Install

Per-scanner reports

Scanners that examined this package (6)

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (5)

agentshield

capslock

nerlo-multi-source

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged20

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at